Computational intelligence in image processing
By: Amitava Chatterjee, Patrick Siarry, editors
Publisher: Springer
Published: 2013
Place of publication: Berlin; New York
Language: eng
Format: [electronic resource] /
ISBN-13: 9783642306211; 9783642306204; 9786613942890; 9781283630443
Subjects: Mathematics; Image processing; Computational intelligence; Digital techniques
Description: Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the attention of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research problems and in real-world problems. Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence techniques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.
Notes: Includes bibliographical references and index.
Table of contents: title: Part 1.; title: Image Preprocessing Algorithms --; title: Improved Digital Image Enhancement Filters Based on Type-2 Neuro-Fuzzy Techniques  -- Mehmet Emin Yüksel and Alper Baştürk; title: Locally-Equalized Image Contrast Enhancement Using PSO-Tuned Sectorized Equalization  -- N. M. Kwok, D. Wang, Q. P. Ha, G. Fang and S. Y. Chen; title: Hybrid BBO-DE Algorithms for Fuzzy Entropy-Based Thresholding  -- Ilhem Boussaïd, Amitava Chatterjee, Patrick Siarry and Mohamed Ahmed-Nacer; title: A Genetic Programming Approach for Image Segmentation -- Hugo Alberto Perlin and Heitor Silvério Lopes.; title: Part 2.; title: Image Compression Algorithms --; title: Fuzzy Clustering-Based Vector Quantization for Image Compression  -- George E. Tsekouras and Dimitrios M. Tsolakis; title: Layers Image Compression and Reconstruction by Fuzzy Transforms  -- Ferdinando Di Martino and Salvatore Sessa; title: Modified Bacterial Foraging Optimization Technique for Vector Quantization-Based Image Compression -- Nandita Sanyal, Amitava Chatterjee and Sugata Munshi.; title: Part 3.; title: Image Analysis Algorithms --; title: A Fuzzy Condition-Sensitive Hierarchical Algorithm for Approximate Template Matching in Dynamic Image Sequence  -- Rajshree Mandal, Anisha Halder, Amit Konar and Atulya K Nagar; title: Digital Watermarking Strings with Images Compressed by Fuzzy Relation Equations  -- Ferdinando Di Martino and Salvatore Sessa; title: Study on Human Brain Registration Process Using Mutual Information and Evolutionary Algorithms  -- Mahua Bhattacharya and Arpita Das; title: Use of Stochastic Optimization Algorithms in Image Retrieval Problems  -- Mattia Broilo and Francesco G. B. De Natale; title: A Cluster-Based Boosting Strategy for Red Eye Removal -- Sebastiano Battiato, Giovanni Maria Farinella, Daniele Ravì, Mirko Guarnera and Giuseppe Messina.; title: Part 4.; title: Image Inferencing Algorithms --; title: Classifying Pathological Prostate Images by Fractal Analysis  -- Po-Whei Huang, Cheng-Hsiung Lee and Phen-Lan Lin; title: Multiobjective PSO for Hyperspectral Image Clustering  -- Farid Melgani and Edoardo Pasolli; title: A Computational Intelligence Approach to Emotion Recognition from the Lip-Contour of a Subject -- Anisha Halder, Srishti Shaw, Kanika Orea, Pavel Bhowmik and Aruna Chakraborty, et al.; title: Part 1.; title: General Issues --; title: Aging Demographics and Anesthesia  -- Michael C. Lewis; title: Ethical and Legal Considerations  -- Kevin B. Gerold and Adrienne N. Dixon; title: The Anesthetic Regimen for the Elderly Patient  -- Sheila Ryan Barnett; title: The Perioperative Geriatric Consultation -- Angela Georgia Catic.; title: Part 2.; title: Anesthesia Delivery --; title: Preoperative Assessment of the Elderly Patient  -- Ruma Bose and Sheila Ryan Barnett; title: Analgesics and Sedatives  -- Julia I. Metzner and G. Alec Rooke; title: General Anesthesia: Intravenous Induction Agents, Inhalational Agents, and Neuromuscular Blockers  -- Yulia Ivashkov, Alexander A. Vitin and G. Alec Rooke; title: Regional Anesthesia and Joint Replacement Surgery  -- Jacques E. Chelly, Anna Uskova, Qing Liu, Richa Wardhan and Uchenna O. Umeh; title: Fluid Management and Blood Transfusion -- Gerardo Rodriguez and Keith P. Lewis.; title: Part 3.; title: Perioperative Care --; title: Acute Pain Control in the Elderly  -- Steve Lee and Angela Georgia Catic; title: Chronic Pain in Geriatric Patients  -- Vijay Thillainathan, Adam Young and Asokumar Buvanendran; title: The Elderly Patient and the Intensive Care Unit  -- Steven J. Schwartz and Frederick Sieber; title: Trauma and the Geriatric Patient -- Suresh Agarwal and Ruben J. Azocar.; title: Part 4.; title: Specialist Areas --; title: Cardiovascular Aging and Anesthesia  -- John D. Mitchell; title: Pulmonary Issues in the Elderly Patient  -- Anup Pamnani, Cynthia A. Lien and G. Alec Rooke; title: Vascular Surgery: Endovascular and Major Vascular Surgery  -- Shamsuddin Akhtar; title: Spine Surgery: Choosing the Patient and Handling the Surgery  -- Stacie Deiner; title: Anesthesia for Genitourinary Surgery in the Elderly Patient  -- Christina M. Matadial and Jadelis Giquel; title: Anesthetic Management for ECT  -- Punita Tripathi; title: Ophthalmologic Surgery and the Management of Diabetes -- Mary Ann Vann.; title: Part 5.; title: Common Geriatric Issues --; title: Postoperative Central Nervous System Changes in Elderly Surgical Patients  -- Jeffrey H. Silverstein; title: Management of the Hip Fracture Patient  -- Mark D. Neuman and Samir Mehta; title: Polypharmacy and Medicines to Avoid  -- Lale E. Odekon; title: Dementia and Neurologic Syndromes: Distinctions Between Alzheimer's, Vascular Dementia, and Parkinson's  -- Aaron LacKamp; title: Psychotropic Medications in the Elderly -- Jason Strauss.